Chrome is a great browser, but occasionally it can be really annoying.
Recently I moved clients and chrome kept auto-completing a URL I don't use anymore, i/e I typed in
co and it would autocomplete to my old clients confluence address.
After a while, I finally figured out how to remove it:
1) Type in the start of the URL
2) Highlight the suggested URL